Alzheimer''s and Dementia: Diagnosis, Assessment and Disease Monitoring最新文献

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A longitudinal study of functional brain complexity in progressive Alzheimer's disease. 进行性阿尔茨海默病脑功能复杂性的纵向研究。
IF 4
Alzheimer''s and Dementia: Diagnosis, Assessment and Disease Monitoring Pub Date : 2025-01-16 eCollection Date: 2025-01-01 DOI: 10.1002/dad2.70059
Ru Zhang, Leon Aksman, Dilmini Wijesinghe, John M Ringman, Danny J J Wang, Kay Jann
{"title":"A longitudinal study of functional brain complexity in progressive Alzheimer's disease.","authors":"Ru Zhang, Leon Aksman, Dilmini Wijesinghe, John M Ringman, Danny J J Wang, Kay Jann","doi":"10.1002/dad2.70059","DOIUrl":"10.1002/dad2.70059","url":null,"abstract":"<p><strong>Introduction: </strong>Cross-sectional resting-state functional magnetic resonance imaging (rsfMRI) studies have revealed altered complexity with advanced Alzheimer's disease (AD) stages. The current study conducted longitudinal rsfMRI complexity analyses in AD.</p><p><strong>Methods: </strong>Linear mixed-effects (LME) models were implemented to evaluate altered rates of disease progression in complexity across disease groups.</p><p><strong>Results: </strong>The LME models revealed complexity of the higher frequency in the CNtoMCI group (those converted from cognitively normal [CN] to mild cognitive impairment [MCI]) decayed faster over time versus CN in the prefrontal and lateral occipital cortex; complexity of the lower frequency decayed faster in AD versus CN in various frontal and temporal regions (<i>p</i> < 0.05 & Benjamini-Hochberg corrected with <i>q</i> < 0.05).</p><p><strong>Discussion: </strong>Local functional brain activities decayed in the early stage of the disease, and long-range communications were impacted in the later stage. Our study demonstrated longitudinal changes in AD-related rsfMRI complexity, indicating its potential as an imaging biomarker of AD.</p><p><strong>Highlights: </strong>We conducted longitudinal resting state functional magnetic resonance imaging (rsfMRI) complexity analyses using the Alzheimer's Disease Neuroimaging Initiative dataset.Higher-frequency complexity in the CNtoMCI group (those transitioning from cognitively normal [CN] to mild cognitive impairment [MCI]) was found to decay faster over time compared to CN, specifically in the prefrontal and lateral occipital cortex.Lower-frequency complexity was found to decay faster in AD versus CN in various frontal and temporal regions.This study demonstrated that longitudinal changes in rsfMRI complexity could serve as a potential imaging biomarker for Alzheimer's disease.</p>","PeriodicalId":53226,"journal":{"name":"Alzheimer''s and Dementia: Diagnosis, Assessment and Disease Monitoring","volume":"17 1","pages":"e70059"},"PeriodicalIF":4.0,"publicationDate":"2025-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11736706/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143016145","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exploring the relationship between melanopsin gene variants, sleep, and markers of brain health. 探索黑视素基因变异、睡眠和大脑健康标志物之间的关系。
IF 4
Alzheimer''s and Dementia: Diagnosis, Assessment and Disease Monitoring Pub Date : 2025-01-16 eCollection Date: 2025-01-01 DOI: 10.1002/dad2.70056
Ayeisha Milligan Armstrong, Eleanor O'Brien, Tenielle Porter, Vincent Dore, Pierrick Bourgeat, Paul Maruff, Christopher C Rowe, Victor L Villemagne, Stephanie R Rainey-Smith, Simon M Laws
{"title":"Exploring the relationship between melanopsin gene variants, sleep, and markers of brain health.","authors":"Ayeisha Milligan Armstrong, Eleanor O'Brien, Tenielle Porter, Vincent Dore, Pierrick Bourgeat, Paul Maruff, Christopher C Rowe, Victor L Villemagne, Stephanie R Rainey-Smith, Simon M Laws","doi":"10.1002/dad2.70056","DOIUrl":"10.1002/dad2.70056","url":null,"abstract":"<p><strong>Introduction: </strong>Melanopsin is a photopigment with roles in mediating sleep and circadian-related processes, which are often disrupted in Alzheimer's disease (AD). Melanopsin also impacts cognition and synaptogenesis. This study investigated the associations between melanopsin genetic variants, sleep, and markers of brain health.</p><p><strong>Methods: </strong>Linear regression analyses examined the relationship of single-nucleotide polymorphisms (SNPs) within the melanopsin gene (<i>OPN4</i>), with cortical amyloid beta (Aβ), cognition, brain volumes, and self-reported sleep traits in cognitively unimpaired older adults. Further analyses assessed whether sleep traits x <i>OPN4</i> SNP interactions were associated with markers of brain health.</p><p><strong>Results: </strong><i>OPN4</i> SNPs rs2355009 and rs3740334 were associated with attention and processing speed and ventricular volume and language, respectively. Furthermore, rs3740334 and rs1079610 showed significant interactions with sleep traits in association with language.</p><p><strong>Discussion: </strong>This study shows associations of <i>OPN4</i> genetic variants with markers of brain health, and suggests that these variants interact with sleep to exacerbate cognitive effects.</p><p><strong>Highlights: </strong>The relationships between melanopsin gene (<i>OPN4</i>) variants and markers of brain health were examined cross-sectionally in cognitively unimpaired older individuals.Variation within <i>OPN4</i>is associated with differences in cognition and ventricular volume.rs2355009 and rs3740334 show small-moderate associations with differences in attention and processing speed. Further to this, rs2355009 and rs3740334 were associated with ventricular volumes and language performance, respectively.The interactions between rs3740334 and rs1079610 and sleep traits also showed small-moderate associations with differences in language performance.</p>","PeriodicalId":53226,"journal":{"name":"Alzheimer''s and Dementia: Diagnosis, Assessment and Disease Monitoring","volume":"17 1","pages":"e70056"},"PeriodicalIF":4.0,"publicationDate":"2025-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11736627/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143016175","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
sTREM2 in discordant CSF Aβ42 and p-tau181. sTREM2在不一致的脑脊液Aβ42和p-tau181中的表达。
IF 4
Alzheimer''s and Dementia: Diagnosis, Assessment and Disease Monitoring Pub Date : 2025-01-16 eCollection Date: 2025-01-01 DOI: 10.1002/dad2.70072
Danni Li, William G Mantyh, Lu Men, Ishika Jain, Matthew Glittenberg, Binchong An, Lin Zhang, Ling Li
{"title":"sTREM2 in discordant CSF Aβ<sub>42</sub> and p-tau181.","authors":"Danni Li, William G Mantyh, Lu Men, Ishika Jain, Matthew Glittenberg, Binchong An, Lin Zhang, Ling Li","doi":"10.1002/dad2.70072","DOIUrl":"10.1002/dad2.70072","url":null,"abstract":"<p><strong>Introduction: </strong>Little is known about the factors underpinning discordant cerebrospinal fluid (CSF) amyloid beta (Aβ)<sub>42</sub> versus p-tau181/Aβ<sub>42</sub> or CSF Aβ<sub>42</sub> versus Aβ positron emission tomography (PET).</p><p><strong>Methods: </strong>We stratified 570 non-demented Alzheimer's Disease Neuroimaging Initiative (ADNI) participants by Aβ PET and further by CSF Aβ<sub>42</sub> or p-tau181/Aβ<sub>42</sub>. We used analysis of covariance testing adjusting for covariates, followed by Tukey post hoc pairwise comparisons, to compare CSF soluble triggering receptor expressed on myeloid cells-2 (sTREM2) across four participant groups: CSF+ <sub>Aβ42</sub> with CSF- <sub>p-tau/Aβ42</sub>, CSF- <sub>Aβ42</sub> with CSF+ <sub>p-tau/Aβ42</sub>, and concordant CSF<sub>Aβ42</sub>/CSF<sub>p-tau/Aβ42</sub>. We also compared sTREM2 across discordant and concordant CSF<sub>Aβ42</sub>/PET.</p><p><strong>Results: </strong>Regardless of Aβ PET status, CSF+<sub>Aβ42</sub> with CSF-<sub>p-tau/Aβ42</sub> had lower sTREM2 than CSF-<sub>Aβ42</sub> with CSF+<sub>p-tau/Aβ42</sub>. CSF sTREM2 was similarly also associated with discordant CSF Aβ42 /PET.</p><p><strong>Discussion: </strong>Our study suggests the potential roles of sTREM2 in discordant CSF Aβ<sub>42</sub> and p-tau181/Aβ<sub>42</sub> and discordant CSF<sub>Aβ42</sub>/PET. Low- and high-CSF sTREM2 may affect the accuracy of p-tau181/Aβ<sub>42</sub> during the clinical work-up of AD.</p><p><strong>Highlights: </strong>17% of non-demented older adults had discordant CSF Aβ<sub>42</sub> versus p-tau181/Aβ<sub>42</sub>.sTREM2 differed between discordant cases of CSF Aβ<sub>42</sub> versus p-tau181/Aβ<sub>42</sub>.20% of non-demented older adults had discordant CSF Aβ<sub>42</sub> versus Aβ PET.sTREM2 also differed between discordant cases of CSF Aβ<sub>42</sub> versus Aβ PET.p-tau181/Aβ<sub>42</sub> may miss 6.7% of PET+ non-demented older adults with low sTREM2.</p>","PeriodicalId":53226,"journal":{"name":"Alzheimer''s and Dementia: Diagnosis, Assessment and Disease Monitoring","volume":"17 1","pages":"e70072"},"PeriodicalIF":4.0,"publicationDate":"2025-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11736621/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143016186","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Toward alpha-synuclein seed amplification assay in clinical practice. α -突触核蛋白种子扩增试验在临床中的应用。
IF 4
Alzheimer''s and Dementia: Diagnosis, Assessment and Disease Monitoring Pub Date : 2025-01-16 eCollection Date: 2025-01-01 DOI: 10.1002/dad2.70066
Mathieu Verdurand, Flora Kaczorowski, Sophie Dautricourt, Virginie Desestret, Maïté Formaglio, Hélène Mollion, Gil Petitnicolas, Ali Afifi, Anthony Fourier, Antoine Garnier-Crussard, Isabelle Quadrio
{"title":"Toward alpha-synuclein seed amplification assay in clinical practice.","authors":"Mathieu Verdurand, Flora Kaczorowski, Sophie Dautricourt, Virginie Desestret, Maïté Formaglio, Hélène Mollion, Gil Petitnicolas, Ali Afifi, Anthony Fourier, Antoine Garnier-Crussard, Isabelle Quadrio","doi":"10.1002/dad2.70066","DOIUrl":"10.1002/dad2.70066","url":null,"abstract":"<p><strong>Introduction: </strong>Seed amplification assays (SAAs) demonstrate remarkable diagnostic performance in alpha-synucleinopathies. However, existing protocols lack accessibility in routine laboratories, mainly due to the requirement for in-house production of recombinant alpha-synuclein (aSyn). This study proposes a cerebrospinal fluid (CSF) aSyn-SAA protocol using solely commercial reagents to facilitate its clinical implementation.</p><p><strong>Methods: </strong>Routine clinical care CSF samples from 126 patients, comprising 47 with Lewy body diseases (LBD) (41 with dementia with Lewy bodies, six with Parkinson's disease), 37 without alpha-synucleinopathy, and 42 with Alzheimer's disease (AD), underwent assessment for aSyn-SAA activity.</p><p><strong>Results: </strong>CSF aSyn-SAA showed a sensitivity of 72.3% and a specificity of 100% when distinguishing clinically diagnosed LBD patients from those without alpha-synucleinopathy. In AD patients, 14.3% were tested positive for aSyn.</p><p><strong>Discussion: </strong>The commercial-only CSF aSyn-SAA protocol exhibited excellent specificity when applied to a real-life cohort, signaling progress toward the accessibility of an aSyn biomarker in clinical settings.</p><p><strong>Highlights: </strong>Diagnosis of LBD through aSyn-SAA lacks accessibility.This commercial-only aSyn-SAA has satisfactory performance in a real-life cohort.A negative aSyn-SAA does not completely exclude a synucleinopathy.Some technical points must be considered when developing aSyn-SAA.aSyn-SAA must be confined to expert laboratories due to prion-like risk management.</p>","PeriodicalId":53226,"journal":{"name":"Alzheimer''s and Dementia: Diagnosis, Assessment and Disease Monitoring","volume":"17 1","pages":"e70066"},"PeriodicalIF":4.0,"publicationDate":"2025-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11736632/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143016199","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Amyloid-related changes in fluency in patients with subjective cognitive decline. 主观认知衰退患者的流利性淀粉样蛋白相关改变。
IF 4
Alzheimer''s and Dementia: Diagnosis, Assessment and Disease Monitoring Pub Date : 2025-01-16 eCollection Date: 2025-01-01 DOI: 10.1002/dad2.70063
Rosanne L van den Berg, Elke Butterbrod, Casper de Boer, Lisa-Marie Schlüter, Argonde C van Harten, Charlotte E Teunissen, Elsmarieke van de Giessen, Wiesje M van der Flier, Sietske A M Sikkes
{"title":"Amyloid-related changes in fluency in patients with subjective cognitive decline.","authors":"Rosanne L van den Berg, Elke Butterbrod, Casper de Boer, Lisa-Marie Schlüter, Argonde C van Harten, Charlotte E Teunissen, Elsmarieke van de Giessen, Wiesje M van der Flier, Sietske A M Sikkes","doi":"10.1002/dad2.70063","DOIUrl":"10.1002/dad2.70063","url":null,"abstract":"<p><strong>Introduction: </strong>We examined semantic and phonemic fluency in individuals with subjective cognitive decline (SCD) in relation to amyloid status and clinical progression.</p><p><strong>Methods: </strong>A total of 490 individuals with SCD (62 ± 8 years, 42% female, 28% amyloid-positive, 17% clinical progression) completed annual fluency assessments (mean ± SD follow-up 4.3 ± 2.9 years). Associations between fluency trajectories, amyloid status, and clinical progression were examined with linear mixed models and joint models.</p><p><strong>Results: </strong>Amyloid-positive individuals declined faster than amyloid-negative individuals on semantic fluency (<i>B</i> = -0.35, <i>p</i> < 0.001), but not on phonemic fluency (<i>B</i> = -0.06, <i>p</i> = 0.218). An annual decline of one word in semantic and phonemic fluency was associated with 22% (hazard ratio [HR] = 1.22, <i>p</i> < 0.001) and 28% (HR = 1.28, <i>p</i> = 0.004) increased risk of clinical progression.</p><p><strong>Discussion: </strong>Our results indicate that decline in semantic fluency is an early indicator of cognitive deficits in preclinical Alzheimer's disease.</p><p><strong>Highlights: </strong>Abnormal amyloid burden is associated with decline in semantic fluency.Fluency trajectories are associated with an increased risk of clinical progression.More refined measures are needed to detect the earliest language deficits.</p>","PeriodicalId":53226,"journal":{"name":"Alzheimer''s and Dementia: Diagnosis, Assessment and Disease Monitoring","volume":"17 1","pages":"e70063"},"PeriodicalIF":4.0,"publicationDate":"2025-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11736636/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143016071","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Clinical decision points for two plasma p-tau217 laboratory developed tests in neuropathology confirmed samples. 临床决策点为两种血浆p-tau217实验室开发的神经病理学确诊样本检测。
IF 4
Alzheimer''s and Dementia: Diagnosis, Assessment and Disease Monitoring Pub Date : 2025-01-16 eCollection Date: 2025-01-01 DOI: 10.1002/dad2.70070
Anna E Mammel, Ging-Yuek Robin Hsiung, Ali Mousavi, Kelsey Hallett, Ian R Mackenzie, Veronica Hirsch-Reinshagen, Don Biehl, Pradip Gill, Mary Encarnacion, Hans Frykman
{"title":"Clinical decision points for two plasma p-tau217 laboratory developed tests in neuropathology confirmed samples.","authors":"Anna E Mammel, Ging-Yuek Robin Hsiung, Ali Mousavi, Kelsey Hallett, Ian R Mackenzie, Veronica Hirsch-Reinshagen, Don Biehl, Pradip Gill, Mary Encarnacion, Hans Frykman","doi":"10.1002/dad2.70070","DOIUrl":"10.1002/dad2.70070","url":null,"abstract":"<p><strong>Introduction: </strong>We evaluated the diagnostic performance of two commercial plasma p-tau217 immunoassays compared to cerebrospinal fluid (CSF) testing and neuropathology.</p><p><strong>Methods: </strong>One hundred and seventy plasma samples from the University of British Columbia Hospital Clinic for Alzheimer's (AD) and Related Disorders were analyzed for p-tau217 using Fujirebio and ALZpath assays. Decision points were determined using CSF testing and autopsy findings as the standard.</p><p><strong>Results: </strong>Fujirebio and ALZpath p-tau217 had similar overall analytical and clinical performance, with distinct decision points for each assay. Based on autopsy findings, both p-tau217 assays identified individuals with AD from other neurodegenerative diseases (ALZpath area under the curve [AUC] = 0.94, Fujirebio AUC = 0.90). The ALZpath assay detected AD pathology at milder disease stages compared to the Fujirebio assay.</p><p><strong>Discussion: </strong>Our study reinforces the clinical utility of plasma p-tau217 as an AD biomarker. Differences in test performance and clinical decision points suggest an assay-specific diagnostic approach is required for plasma p-tau217 in clinical practice.</p><p><strong>Highlights: </strong>Two commercially available p-tau217 immunoassays (ALZpath and Fujirebio) showed equal performance based on CSF testing.ALZpath p-tau217 showed higher performance compared to Fujirebio p-tau217 based on AD diagnosis by neuropathology confirmation.Specific plasma p-tau217 assays may require distinct decision points for AD screening, diagnosis, and disease progression monitoring.</p>","PeriodicalId":53226,"journal":{"name":"Alzheimer''s and Dementia: Diagnosis, Assessment and Disease Monitoring","volume":"17 1","pages":"e70070"},"PeriodicalIF":4.0,"publicationDate":"2025-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11736701/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143016173","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Modifiable risk factors and symptom progression in dementia over up to 8 years-Results of the DelpHi-MV trial. 长达8年的痴呆可改变的危险因素和症状进展- DelpHi-MV试验结果。
IF 4
Alzheimer''s and Dementia: Diagnosis, Assessment and Disease Monitoring Pub Date : 2025-01-14 eCollection Date: 2025-01-01 DOI: 10.1002/dad2.70050
Iris Blotenberg, Felix Wittström, Bernhard Michalowsky, Moritz Platen, Diana Wucherer, Stefan Teipel, Wolfgang Hoffmann, Jochen René Thyrian
{"title":"Modifiable risk factors and symptom progression in dementia over up to 8 years-Results of the DelpHi-MV trial.","authors":"Iris Blotenberg, Felix Wittström, Bernhard Michalowsky, Moritz Platen, Diana Wucherer, Stefan Teipel, Wolfgang Hoffmann, Jochen René Thyrian","doi":"10.1002/dad2.70050","DOIUrl":"10.1002/dad2.70050","url":null,"abstract":"<p><strong>Introduction: </strong>This study investigated the association between modifiable factors and symptom progression in dementia over up to 8 years.</p><p><strong>Methods: </strong>Multilevel growth curve models assessed the role of modifiable risk factors (low education, hearing impairment and its treatment, depression, physical inactivity, diabetes and its treatment, smoking, hypertension and its treatment, obesity, alcohol consumption, social isolation, and visual impairment) on cognitive and functional trajectories in 353 people with dementia.</p><p><strong>Results: </strong>Higher education was associated with higher initial cognitive status but faster decline. Antidiabetic medication was associated with slower cognitive decline, whereas depression and visual impairment were linked to low baseline functioning and faster cognitive decline.</p><p><strong>Discussion: </strong>Several modifiable risk factors influenced symptom progression. Education initially had a protective effect, whereas depressive symptoms were linked to worse symptom progression. Treatment of comorbidities (diabetes, visual impairment) could have a positive impact on dementia symptoms. Modifiable risk factors are promising targets for tertiary prevention.</p><p><strong>Highlights: </strong>Modifiable risk factors were associated with symptom progression in dementia over up to 8 years.More education was associated with higher initial cognitive status but faster decline.Depressive symptoms were linked to less favorable symptom progression.Treatment of comorbidities (diabetes, visual impairment) may positively impact the course of symptoms.Modifiable risk factors are promising targets for tertiary prevention.</p>","PeriodicalId":53226,"journal":{"name":"Alzheimer''s and Dementia: Diagnosis, Assessment and Disease Monitoring","volume":"17 1","pages":"e70050"},"PeriodicalIF":4.0,"publicationDate":"2025-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11730075/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142985357","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Utilizing deep learning to predict Alzheimer's disease and mild cognitive impairment with optical coherence tomography. 利用深度学习预测阿尔茨海默病和轻度认知障碍的光学相干断层扫描。
IF 4
Alzheimer''s and Dementia: Diagnosis, Assessment and Disease Monitoring Pub Date : 2025-01-14 eCollection Date: 2025-01-01 DOI: 10.1002/dad2.70041
Jacqueline Chua, Chi Li, Florina Antochi, Eduard Toma, Damon Wong, Bingyao Tan, Gerhard Garhöfer, Saima Hilal, Alina Popa-Cherecheanu, Christopher Li-Hsian Chen, Leopold Schmetterer
{"title":"Utilizing deep learning to predict Alzheimer's disease and mild cognitive impairment with optical coherence tomography.","authors":"Jacqueline Chua, Chi Li, Florina Antochi, Eduard Toma, Damon Wong, Bingyao Tan, Gerhard Garhöfer, Saima Hilal, Alina Popa-Cherecheanu, Christopher Li-Hsian Chen, Leopold Schmetterer","doi":"10.1002/dad2.70041","DOIUrl":"10.1002/dad2.70041","url":null,"abstract":"<p><strong>Introduction: </strong>Diagnostic performance of optical coherence tomography (OCT) to detect Alzheimer's disease (AD) and mild cognitive impairment (MCI) remains limited. We aimed to develop a deep-learning algorithm using OCT to detect AD and MCI.</p><p><strong>Methods: </strong>We performed a cross-sectional study involving 228 Asian participants (173 cases/55 controls) for model development and testing on 68 Asian (52 cases/16 controls) and 85 White (39 cases/46 controls) participants. Features from OCT were used to develop an ensemble trilateral deep-learning model.</p><p><strong>Results: </strong>The trilateral model significantly outperformed single non-deep learning models in Asian (area under the curve [AUC] = 0.91 vs. 0.71-0.72, <i>p</i> = 0.022-0.032) and White (AUC = 0.84 vs. 0.58-0.75, <i>p</i> = 0.056- < 0.001) populations. However, its performance was comparable to that of the trilateral statistical model (AUCs similar, <i>p</i> > 0.05).</p><p><strong>Discussion: </strong>Both multimodal approaches, using deep learning or traditional statistical models, show promise for AD and MCI detection. The choice between these models may depend on computational resources, interpretability preferences, and clinical needs.</p><p><strong>Highlights: </strong>A deep-learning algorithm was developed to detect Alzheimer's disease (AD) and mild cognitive impairment (MCI) using OCT images.The combined model outperformed single OCT parameters in both Asian and White cohorts.The study demonstrates the potential of OCT-based deep-learning algorithms for AD and MCI detection.</p>","PeriodicalId":53226,"journal":{"name":"Alzheimer''s and Dementia: Diagnosis, Assessment and Disease Monitoring","volume":"17 1","pages":"e70041"},"PeriodicalIF":4.0,"publicationDate":"2025-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11730192/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142985361","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Computerized cognitive testing to capture cognitive decline in Alzheimer's disease: Longitudinal findings from the ARMADA study. 计算机认知测试捕捉阿尔茨海默病的认知能力下降:ARMADA研究的纵向发现。
IF 4
Alzheimer''s and Dementia: Diagnosis, Assessment and Disease Monitoring Pub Date : 2025-01-14 eCollection Date: 2025-01-01 DOI: 10.1002/dad2.70046
Roos J Jutten, Emily H Ho, Tatiana Karpouzian-Rogers, Carol van Hulle, Cynthia Carlsson, Hiroko H Dodge, Cindy J Nowinski, Richard Gershon, Sandra Weintraub, Dorene M Rentz
{"title":"Computerized cognitive testing to capture cognitive decline in Alzheimer's disease: Longitudinal findings from the ARMADA study.","authors":"Roos J Jutten, Emily H Ho, Tatiana Karpouzian-Rogers, Carol van Hulle, Cynthia Carlsson, Hiroko H Dodge, Cindy J Nowinski, Richard Gershon, Sandra Weintraub, Dorene M Rentz","doi":"10.1002/dad2.70046","DOIUrl":"10.1002/dad2.70046","url":null,"abstract":"<p><strong>Introduction: </strong>Timely detection and tracking of Alzheimer's disease (AD) -related cognitive decline has become a public health priority. We investigated whether the NIH Toolbox for Assessment of Neurological and Behavioral Function-Cognition Battery (NIHTB-CB) detects AD-related cognitive decline.</p><p><strong>Methods: </strong><i>N</i> = 171 participants (age 76.5 ± 8; 53% female, 34% Aβ-positive) from the ARMADA study completed the NIHTB-CB at baseline, 12 months, and 24 months. Linear mixed-effect models correcting for demographics were used to examine cross-sectional and longitudinal NIHTB-CB scores in individuals across the clinical AD spectrum.</p><p><strong>Results: </strong>Compared to Aβ-negative healthy controls, Aβ-positive individuals with amnestic MCI or mild AD performed worse on all NIHTB-CB measures and showed an accelerated decline in processing speed, working memory, and auditory word comprehension tests.</p><p><strong>Discussion: </strong>These findings support the use of the NIHTB-CB in early AD, but also imply that the optimal NIHTB-CB composite score to detect change over time may differ across clinical stages of AD. Future directions include replication of these findings in larger and more demographically diverse samples.</p><p><strong>Highlights: </strong>We examined NIH Toolbox-Cognition Battery scores across the clinical AD spectrum.All NIH Toolbox tests detected cross-sectional cognitive impairment in MCI-to-mild AD.Three NIH Toolbox tests captured further decline over time in MCI-to-mild AD.The NIH Toolbox can facilitate timely detection of AD-related cognitive decline.</p>","PeriodicalId":53226,"journal":{"name":"Alzheimer''s and Dementia: Diagnosis, Assessment and Disease Monitoring","volume":"17 1","pages":"e70046"},"PeriodicalIF":4.0,"publicationDate":"2025-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11730193/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142985382","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Identifying cognitive test scores associated with early tau burden in Alzheimer's disease. 识别认知测试分数与阿尔茨海默病早期tau负荷相关。
IF 4
Alzheimer''s and Dementia: Diagnosis, Assessment and Disease Monitoring Pub Date : 2025-01-14 eCollection Date: 2025-01-01 DOI: 10.1002/dad2.70052
Caitlin M Terao, Madeline Wood Alexander, R Philip Chalmers, Silina Z Boshmaf, Jane Paterson, Sandra E Black, Kathryn V Papp, Reisa A Sperling, Jennifer S Rabin
{"title":"Identifying cognitive test scores associated with early tau burden in Alzheimer's disease.","authors":"Caitlin M Terao, Madeline Wood Alexander, R Philip Chalmers, Silina Z Boshmaf, Jane Paterson, Sandra E Black, Kathryn V Papp, Reisa A Sperling, Jennifer S Rabin","doi":"10.1002/dad2.70052","DOIUrl":"10.1002/dad2.70052","url":null,"abstract":"<p><strong>Introduction: </strong>This study aimed to identify cognitive tests that optimally relate to tau positron emission tomography (PET) signal in the inferior temporal cortex (ITC), a neocortical region associated with early tau accumulation in Alzheimer's disease (AD).</p><p><strong>Methods: </strong>We analyzed cross-sectional data from the harvard aging brain study (HABS) (<i>n </i>= 128) and the Anti-Amyloid Treatment in Asymptomatic Alzheimer's (A4) study (<i>n </i>= 393). We used elastic net regression to identify the most robust cognitive correlates of tau PET signal in the ITC. Secondary analyses examined whether the cognitive correlates remained significantly associated with tau after adjusting for structural brain measures.</p><p><strong>Results: </strong>Episodic memory measures, including both total and \"process\" scores, were the most robust correlates of ITC tau across both cohorts. These cognitive test scores remained significant after accounting for structural brain measures.</p><p><strong>Discussion: </strong>These findings highlight the potential of specific episodic memory test scores to detect and monitor neuropathological changes associated with early AD.</p><p><strong>Highlights: </strong>Machine learning identified cognitive correlates of early Alzheimer's disease tau burden.Both traditional and process scores predicted early tau burden.Episodic memory scores were among the strongest correlates.Cognitive scores remained significant after accounting for structural brain measures.</p>","PeriodicalId":53226,"journal":{"name":"Alzheimer''s and Dementia: Diagnosis, Assessment and Disease Monitoring","volume":"17 1","pages":"e70052"},"PeriodicalIF":4.0,"publicationDate":"2025-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11730071/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142985355","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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